{"id":"W1976958742","doi":"10.1086/600076","title":"Is the Allocation of Resources within the Household Efficient? New Evidence from a Randomized Experiment","year":2009,"lang":"en","type":"article","venue":"Journal of Political Economy","topic":"Gender, Labor, and Family Dynamics","field":"Social Sciences","cited_by":312,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Advanced Research; University of Toronto","funders":"","keywords":"Earnings; Economics; Consumption (sociology); Pareto principle; Resource allocation; Randomized experiment; Pareto optimal; Distribution (mathematics); Pareto efficiency; Public good; Variation (astronomy); Demographic economics; Sample (material); Econometrics; Microeconomics; Statistics; Finance; Operations management; Multi-objective optimization","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002035748,0.0000883469,0.0003259393,0.00004121135,0.0001878297,0.000102282,0.0004778274,0.000063183,0.00004391099],"category_scores_gemma":[0.0006595952,0.00004737919,0.0002076077,0.00009946759,0.0004419849,0.0001299197,0.0000196681,0.0001832715,0.000003246201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001137719,"about_ca_system_score_gemma":0.0004326348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002164877,"about_ca_topic_score_gemma":0.00004662057,"domain_scores_codex":[0.9983307,0.0004185938,0.0006138136,0.00009889881,0.0002997734,0.0002382042],"domain_scores_gemma":[0.9976558,0.001416196,0.0004249846,0.0001838259,0.0001308935,0.0001883173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001101596,0.0001013641,0.0006948069,0.000002794042,0.00009763653,0.000001731844,0.08048328,0.0009634239,0.0001299066,0.91504,0.001196597,0.0001868315],"study_design_scores_gemma":[0.04344664,0.0005866379,0.03452173,0.0006436846,0.0007927598,0.00001873892,0.2428393,0.01040472,0.002679636,0.6536986,0.009707849,0.0006597966],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9381052,0.001327881,0.002640931,0.04829728,0.0002860703,0.0002688607,0.000003477169,0.00000770208,0.009062571],"genre_scores_gemma":[0.9952043,0.00004959656,0.0004689033,0.003532009,0.0005947028,0.000001846139,1.522877e-7,0.000004231406,0.0001442354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2613415,"threshold_uncertainty_score":0.3272661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04119652994875091,"score_gpt":0.3045562922925564,"score_spread":0.2633597623438055,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}